release_notes_v21.08.02 - rapidsai/cucim GitHub Wiki

Version 21.08.02 (September 20, 2021)

This version would be available only through PyPI package (https://pypi.org/project/cucim/21.8.2/).

The transforms added in this version would be available to both Conda and PyPI registry in the next version of cuCIM (v21.10.00).

💡 What's New?

Add high-performance transforms for Digital Pathology (#100)

We have implemented the following methods in this release.

  • cucim.core.operations.color module
    • color_jitter
  • cucim.core.operations.intensity module
    • rand_zoom
    • scale_intensity_range
    • zoom
  • cucim.core.operations.spatial module
    • image_flip
    • image_rotate_90
    • rand_image_flip
    • rand_image_rotate_90

The above methods are exposed to MONAI (CuCIM Transforms #2932) through cucim.core.operations.expose.transform module

  • color_jitter
  • image_flip
  • image_rotate_90
  • scale_intensity_range
  • zoom
  • rand_zoom
  • rand_image_flip
  • rand_image_rotate_90

Special thanks to Chirayu Garg(@chirayuG-nvidia) for implementing C++ CUDA Kernels of the above transform methods!

🚀 New Features